File size: 33,936 Bytes
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epoch, train/box_loss, train/cls_loss, train/dfl_loss, metrics/precision(B), metrics/recall(B), metrics/mAP50(B), metrics/mAP50-95(B), val/box_loss, val/cls_loss, val/dfl_loss, lr/pg0, lr/pg1, lr/pg2
1, 1.3582, 1.4064, 1.6006, 0.90701, 0.84553, 0.92328, 0.70205, 0.8541, 0.61171, 1.1519, 0.0033308, 0.0033308, 0.0033308
2, 1.2635, 1.1049, 1.4841, 0.90028, 0.79502, 0.89306, 0.65032, 0.97623, 0.74024, 1.2642, 0.0065981, 0.0065981, 0.0065981
3, 1.3558, 1.2716, 1.5633, 0.87012, 0.73353, 0.831, 0.59808, 1.0372, 0.8844, 1.3215, 0.0097995, 0.0097995, 0.0097995
4, 1.3863, 1.3487, 1.5921, 0.8724, 0.78502, 0.87564, 0.6332, 0.97951, 0.8245, 1.2923, 0.009703, 0.009703, 0.009703
5, 1.3091, 1.2254, 1.5461, 0.90288, 0.80991, 0.89589, 0.67353, 0.90511, 0.69857, 1.2112, 0.009703, 0.009703, 0.009703
6, 1.2633, 1.1433, 1.5091, 0.91379, 0.83699, 0.91652, 0.69193, 0.88464, 0.63748, 1.2047, 0.009604, 0.009604, 0.009604
7, 1.2255, 1.0841, 1.4784, 0.90855, 0.83333, 0.91677, 0.70199, 0.85518, 0.61705, 1.1856, 0.009505, 0.009505, 0.009505
8, 1.1916, 1.037, 1.4523, 0.9208, 0.84456, 0.92517, 0.71457, 0.83776, 0.61035, 1.1525, 0.009406, 0.009406, 0.009406
9, 1.169, 1.0057, 1.4399, 0.91796, 0.85191, 0.93261, 0.72688, 0.81338, 0.56791, 1.153, 0.009307, 0.009307, 0.009307
10, 1.1455, 0.95932, 1.4093, 0.93618, 0.8662, 0.94252, 0.74544, 0.77365, 0.51578, 1.1233, 0.009208, 0.009208, 0.009208
11, 1.1302, 0.9378, 1.4045, 0.9232, 0.87726, 0.94451, 0.74455, 0.77423, 0.53078, 1.1279, 0.009109, 0.009109, 0.009109
12, 1.1117, 0.90821, 1.3898, 0.94653, 0.86554, 0.94534, 0.75142, 0.76271, 0.49787, 1.1134, 0.00901, 0.00901, 0.00901
13, 1.1052, 0.88773, 1.3773, 0.93939, 0.87921, 0.95066, 0.75906, 0.75284, 0.49644, 1.1056, 0.008911, 0.008911, 0.008911
14, 1.0853, 0.86912, 1.3611, 0.9427, 0.87848, 0.9513, 0.76382, 0.73435, 0.47573, 1.0805, 0.008812, 0.008812, 0.008812
15, 1.0768, 0.8539, 1.3617, 0.94367, 0.883, 0.95221, 0.76747, 0.72728, 0.46537, 1.0844, 0.008713, 0.008713, 0.008713
16, 1.0653, 0.83774, 1.3528, 0.95211, 0.88409, 0.95426, 0.77128, 0.73409, 0.45252, 1.0866, 0.008614, 0.008614, 0.008614
17, 1.0566, 0.8284, 1.3433, 0.94235, 0.88873, 0.95301, 0.77203, 0.72236, 0.45302, 1.0706, 0.008515, 0.008515, 0.008515
18, 1.0506, 0.82127, 1.3356, 0.94028, 0.89138, 0.95467, 0.77562, 0.71226, 0.44488, 1.0545, 0.008416, 0.008416, 0.008416
19, 1.0343, 0.80639, 1.3276, 0.95518, 0.88189, 0.95633, 0.78066, 0.70063, 0.43131, 1.0539, 0.008317, 0.008317, 0.008317
20, 1.031, 0.79517, 1.3255, 0.94227, 0.90044, 0.95826, 0.78532, 0.70173, 0.4256, 1.0662, 0.008218, 0.008218, 0.008218
21, 1.0175, 0.77766, 1.3203, 0.95178, 0.89458, 0.96069, 0.78568, 0.69719, 0.41559, 1.0554, 0.008119, 0.008119, 0.008119
22, 1.0149, 0.766, 1.3152, 0.94672, 0.90185, 0.96025, 0.78921, 0.69334, 0.40534, 1.0577, 0.00802, 0.00802, 0.00802
23, 1.004, 0.76491, 1.3018, 0.9453, 0.90244, 0.96105, 0.78771, 0.69283, 0.40814, 1.0499, 0.007921, 0.007921, 0.007921
24, 0.99382, 0.74962, 1.2962, 0.95794, 0.89481, 0.96193, 0.79224, 0.68964, 0.40266, 1.0468, 0.007822, 0.007822, 0.007822
25, 0.99099, 0.74263, 1.29, 0.96111, 0.89312, 0.9625, 0.79665, 0.6797, 0.4011, 1.048, 0.007723, 0.007723, 0.007723
26, 0.98518, 0.73071, 1.2784, 0.95718, 0.90068, 0.96258, 0.79668, 0.68149, 0.39254, 1.0388, 0.007624, 0.007624, 0.007624
27, 0.98179, 0.73142, 1.28, 0.95346, 0.89702, 0.96121, 0.79605, 0.67941, 0.39592, 1.0479, 0.007525, 0.007525, 0.007525
28, 0.96805, 0.72028, 1.2763, 0.95395, 0.89475, 0.96124, 0.79338, 0.68218, 0.3941, 1.0464, 0.007426, 0.007426, 0.007426
29, 0.95627, 0.71152, 1.2697, 0.9591, 0.8958, 0.96385, 0.79664, 0.68406, 0.38401, 1.0464, 0.007327, 0.007327, 0.007327
30, 0.95275, 0.70501, 1.2692, 0.9531, 0.90483, 0.96487, 0.79923, 0.67706, 0.37891, 1.0508, 0.007228, 0.007228, 0.007228
31, 0.9479, 0.6919, 1.2603, 0.9506, 0.90508, 0.96444, 0.79988, 0.67604, 0.37491, 1.0459, 0.007129, 0.007129, 0.007129
32, 0.94187, 0.68503, 1.2596, 0.95639, 0.90444, 0.96401, 0.80024, 0.67319, 0.37556, 1.0406, 0.00703, 0.00703, 0.00703
33, 0.94502, 0.68344, 1.26, 0.94735, 0.91142, 0.96478, 0.80113, 0.67043, 0.37238, 1.0425, 0.006931, 0.006931, 0.006931
34, 0.93646, 0.67858, 1.2518, 0.94577, 0.90825, 0.96492, 0.801, 0.66947, 0.3701, 1.0402, 0.006832, 0.006832, 0.006832
35, 0.9255, 0.66614, 1.2475, 0.95399, 0.90565, 0.96426, 0.80119, 0.66902, 0.37061, 1.0403, 0.006733, 0.006733, 0.006733
36, 0.92486, 0.6695, 1.2441, 0.94888, 0.91118, 0.96477, 0.80282, 0.66716, 0.36867, 1.039, 0.006634, 0.006634, 0.006634
37, 0.91704, 0.6592, 1.2417, 0.95424, 0.90585, 0.96383, 0.80288, 0.66727, 0.36678, 1.039, 0.006535, 0.006535, 0.006535
38, 0.91195, 0.65505, 1.2335, 0.95842, 0.90553, 0.96523, 0.80456, 0.66631, 0.36551, 1.0375, 0.006436, 0.006436, 0.006436
39, 0.90979, 0.64713, 1.23, 0.95261, 0.9123, 0.96608, 0.80467, 0.66604, 0.36297, 1.0369, 0.006337, 0.006337, 0.006337
40, 0.90573, 0.641, 1.2333, 0.95347, 0.90971, 0.96596, 0.80431, 0.66577, 0.36268, 1.0367, 0.006238, 0.006238, 0.006238
41, 0.89435, 0.63821, 1.2314, 0.95017, 0.91205, 0.96552, 0.80531, 0.66748, 0.36276, 1.0386, 0.006139, 0.006139, 0.006139
42, 0.88774, 0.62767, 1.2194, 0.94894, 0.91609, 0.96604, 0.80598, 0.66556, 0.36149, 1.0366, 0.00604, 0.00604, 0.00604
43, 0.88344, 0.62181, 1.2229, 0.95442, 0.90959, 0.96649, 0.80582, 0.66634, 0.36067, 1.0377, 0.005941, 0.005941, 0.005941
44, 0.883, 0.61963, 1.2184, 0.95055, 0.91461, 0.96628, 0.80708, 0.66627, 0.36047, 1.0382, 0.005842, 0.005842, 0.005842
45, 0.87734, 0.61344, 1.2048, 0.95104, 0.91492, 0.96629, 0.80722, 0.66644, 0.36013, 1.0381, 0.005743, 0.005743, 0.005743
46, 0.87312, 0.61066, 1.2031, 0.95371, 0.9124, 0.96548, 0.80572, 0.66666, 0.3601, 1.0378, 0.005644, 0.005644, 0.005644
47, 0.86594, 0.59711, 1.2052, 0.95455, 0.91288, 0.96582, 0.80558, 0.6664, 0.35987, 1.038, 0.005545, 0.005545, 0.005545
48, 0.86299, 0.59563, 1.196, 0.95433, 0.9127, 0.96616, 0.80565, 0.66609, 0.3592, 1.0377, 0.005446, 0.005446, 0.005446
49, 0.86354, 0.60155, 1.2017, 0.95127, 0.91454, 0.96568, 0.8054, 0.66664, 0.35831, 1.0386, 0.005347, 0.005347, 0.005347
50, 0.85608, 0.58855, 1.1881, 0.94875, 0.91705, 0.96577, 0.80566, 0.66677, 0.35771, 1.0381, 0.005248, 0.005248, 0.005248
51, 0.84812, 0.58565, 1.1917, 0.95284, 0.91313, 0.96568, 0.80549, 0.6664, 0.35702, 1.0378, 0.005149, 0.005149, 0.005149
52, 0.84185, 0.57594, 1.1852, 0.95324, 0.91386, 0.96564, 0.80661, 0.66554, 0.35657, 1.0369, 0.00505, 0.00505, 0.00505
53, 0.83701, 0.57127, 1.1786, 0.95528, 0.91288, 0.96559, 0.8069, 0.6658, 0.35572, 1.0374, 0.004951, 0.004951, 0.004951
54, 0.83573, 0.56878, 1.1819, 0.95696, 0.9124, 0.9655, 0.80614, 0.66595, 0.35545, 1.038, 0.004852, 0.004852, 0.004852
55, 0.8308, 0.56236, 1.1739, 0.95603, 0.91337, 0.96562, 0.80684, 0.6663, 0.3549, 1.0383, 0.004753, 0.004753, 0.004753
56, 0.8296, 0.56091, 1.18, 0.95075, 0.91752, 0.9654, 0.8075, 0.66655, 0.35433, 1.0386, 0.004654, 0.004654, 0.004654
57, 0.82262, 0.55869, 1.1729, 0.95051, 0.92045, 0.96563, 0.8078, 0.66716, 0.35404, 1.0392, 0.004555, 0.004555, 0.004555
58, 0.81922, 0.55056, 1.1695, 0.95242, 0.91801, 0.9657, 0.808, 0.66698, 0.35373, 1.0392, 0.004456, 0.004456, 0.004456
59, 0.81705, 0.55436, 1.1705, 0.95286, 0.91825, 0.96556, 0.80802, 0.66653, 0.35322, 1.0391, 0.004357, 0.004357, 0.004357
60, 0.8053, 0.53871, 1.164, 0.95413, 0.91776, 0.96572, 0.80808, 0.66639, 0.35283, 1.0393, 0.004258, 0.004258, 0.004258
61, 0.80303, 0.5356, 1.1556, 0.9547, 0.91703, 0.9656, 0.80864, 0.66633, 0.35246, 1.0392, 0.004159, 0.004159, 0.004159
62, 0.80877, 0.53624, 1.1616, 0.95375, 0.91776, 0.96566, 0.80888, 0.6658, 0.35283, 1.0387, 0.00406, 0.00406, 0.00406
63, 0.7984, 0.52732, 1.1395, 0.95525, 0.91668, 0.96529, 0.80927, 0.66535, 0.35264, 1.0376, 0.003961, 0.003961, 0.003961
64, 0.79166, 0.52166, 1.1384, 0.95497, 0.916, 0.9654, 0.80877, 0.66574, 0.35225, 1.0379, 0.003862, 0.003862, 0.003862
65, 0.78996, 0.52214, 1.143, 0.95597, 0.91648, 0.9656, 0.80868, 0.66571, 0.35196, 1.0379, 0.003763, 0.003763, 0.003763
66, 0.78605, 0.51582, 1.1344, 0.95622, 0.91667, 0.96628, 0.80908, 0.66564, 0.35211, 1.0374, 0.003664, 0.003664, 0.003664
67, 0.78203, 0.51243, 1.1384, 0.95647, 0.91728, 0.96621, 0.80959, 0.66596, 0.35211, 1.0376, 0.003565, 0.003565, 0.003565
68, 0.7704, 0.50711, 1.132, 0.95656, 0.91752, 0.96652, 0.80964, 0.66578, 0.35186, 1.0372, 0.003466, 0.003466, 0.003466
69, 0.7736, 0.50365, 1.1376, 0.95598, 0.9169, 0.96648, 0.80983, 0.66565, 0.35186, 1.0374, 0.003367, 0.003367, 0.003367
70, 0.76854, 0.50054, 1.1306, 0.95572, 0.91649, 0.96651, 0.81017, 0.66564, 0.35172, 1.0374, 0.003268, 0.003268, 0.003268
71, 0.76618, 0.49734, 1.1345, 0.95524, 0.91664, 0.96616, 0.81035, 0.66531, 0.35128, 1.0375, 0.003169, 0.003169, 0.003169
72, 0.75335, 0.48717, 1.1258, 0.95547, 0.91638, 0.96627, 0.80999, 0.66499, 0.35084, 1.0374, 0.00307, 0.00307, 0.00307
73, 0.74937, 0.48608, 1.1276, 0.95671, 0.91686, 0.96609, 0.80972, 0.66477, 0.35092, 1.0375, 0.002971, 0.002971, 0.002971
74, 0.74599, 0.48317, 1.1242, 0.95673, 0.91713, 0.96626, 0.81006, 0.66493, 0.35012, 1.0378, 0.002872, 0.002872, 0.002872
75, 0.73817, 0.47734, 1.1129, 0.95716, 0.91703, 0.96624, 0.81047, 0.66533, 0.35034, 1.0382, 0.002773, 0.002773, 0.002773
76, 0.73571, 0.47192, 1.1133, 0.95844, 0.9172, 0.96626, 0.81069, 0.66535, 0.3502, 1.0384, 0.002674, 0.002674, 0.002674
77, 0.72755, 0.46828, 1.1043, 0.95915, 0.91665, 0.96629, 0.81038, 0.6652, 0.35043, 1.0384, 0.002575, 0.002575, 0.002575
78, 0.72641, 0.46893, 1.1139, 0.95939, 0.91656, 0.96661, 0.81069, 0.66492, 0.35038, 1.0385, 0.002476, 0.002476, 0.002476
79, 0.72365, 0.46403, 1.1111, 0.95921, 0.91606, 0.96659, 0.81101, 0.66505, 0.35006, 1.0388, 0.002377, 0.002377, 0.002377
80, 0.71387, 0.45765, 1.1061, 0.95958, 0.91523, 0.96637, 0.81084, 0.66548, 0.3492, 1.0396, 0.002278, 0.002278, 0.002278
81, 0.71195, 0.45072, 1.1011, 0.95965, 0.91557, 0.96645, 0.81121, 0.665, 0.34915, 1.0393, 0.002179, 0.002179, 0.002179
82, 0.70682, 0.44999, 1.0994, 0.96009, 0.91582, 0.96675, 0.81114, 0.665, 0.34892, 1.0396, 0.00208, 0.00208, 0.00208
83, 0.70258, 0.44745, 1.0944, 0.96058, 0.91561, 0.96673, 0.81141, 0.66528, 0.34882, 1.0398, 0.001981, 0.001981, 0.001981
84, 0.69928, 0.44147, 1.089, 0.95964, 0.91671, 0.96674, 0.81156, 0.66528, 0.34804, 1.0399, 0.001882, 0.001882, 0.001882
85, 0.69139, 0.43845, 1.0864, 0.95947, 0.91703, 0.96644, 0.81176, 0.66527, 0.3474, 1.0398, 0.001783, 0.001783, 0.001783
86, 0.69341, 0.43683, 1.0953, 0.95953, 0.91703, 0.96636, 0.8118, 0.66584, 0.34725, 1.0406, 0.001684, 0.001684, 0.001684
87, 0.67913, 0.42916, 1.0812, 0.9599, 0.91699, 0.96624, 0.81175, 0.6656, 0.34645, 1.0407, 0.001585, 0.001585, 0.001585
88, 0.68015, 0.42585, 1.0799, 0.95992, 0.91679, 0.96637, 0.81194, 0.66567, 0.34601, 1.0411, 0.001486, 0.001486, 0.001486
89, 0.67386, 0.42404, 1.0784, 0.95818, 0.91776, 0.96632, 0.81188, 0.66574, 0.34544, 1.0415, 0.001387, 0.001387, 0.001387
90, 0.66632, 0.4164, 1.0725, 0.95829, 0.91776, 0.96656, 0.81297, 0.66593, 0.34519, 1.042, 0.001288, 0.001288, 0.001288
91, 0.63163, 0.2959, 1.0435, 0.9576, 0.91752, 0.966, 0.81229, 0.6663, 0.34528, 1.0425, 0.001189, 0.001189, 0.001189
92, 0.61751, 0.28686, 1.0357, 0.95845, 0.91742, 0.96643, 0.81286, 0.6662, 0.34509, 1.0427, 0.00109, 0.00109, 0.00109
93, 0.61114, 0.28337, 1.0333, 0.95935, 0.91703, 0.9662, 0.81311, 0.66645, 0.34483, 1.0434, 0.000991, 0.000991, 0.000991
94, 0.59842, 0.27737, 1.0227, 0.95844, 0.91735, 0.96616, 0.81367, 0.66665, 0.34483, 1.0439, 0.000892, 0.000892, 0.000892
95, 0.59701, 0.27699, 1.0209, 0.95807, 0.91752, 0.96621, 0.81372, 0.66656, 0.3449, 1.0442, 0.000793, 0.000793, 0.000793
96, 0.58672, 0.27115, 1.0188, 0.95775, 0.91776, 0.96612, 0.8138, 0.66671, 0.34498, 1.0447, 0.000694, 0.000694, 0.000694
97, 0.58438, 0.26901, 1.0167, 0.95897, 0.9163, 0.96604, 0.81347, 0.6667, 0.3453, 1.045, 0.000595, 0.000595, 0.000595
98, 0.57259, 0.26071, 1.0085, 0.95881, 0.91532, 0.96561, 0.81417, 0.66708, 0.34523, 1.0457, 0.000496, 0.000496, 0.000496
99, 0.56629, 0.26012, 1.0067, 0.96011, 0.91459, 0.96579, 0.81406, 0.66714, 0.34554, 1.046, 0.000397, 0.000397, 0.000397
100, 0.55926, 0.25682, 1.0025, 0.95961, 0.91508, 0.96564, 0.81392, 0.66691, 0.34583, 1.0462, 0.000298, 0.000298, 0.000298
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